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Automatic feature extraction and classification of Iberian ceramics based on deep convolutional networks

Bibliographic Data

ID4685203
AuthorsCelia Cintas (0000-0002-8064-9189, corresponding author), Manuel Lucena (0000-0002-5546-3745, Universidad de Jaén), J M Fuertes (0000-0001-6624-4102, Universidad de Jaén), Claudio Delrieux (0000-0002-2727-8374, Centro Científico Tecnológico - Bahía Blanca), Pablo Navarro (0000-0001-8883-0479, National University of Patagonia San Juan Bosco), Rolando González‐josé (0000-0002-8128-9381, Centro Científico Tecnológico Patagónico), Rolando González-José, Manuel Molinos, Manuel Molinos Molinos (0000-0001-7396-9718, Universidad de Jaén)
Year2020
Volume41
Pages106-112
Publication date2020-01-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueJournal of Cultural Heritage (JOURNAL)
Journal identifiersISSN: 1296-2074 • E-ISSN: 1778-3674
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.culher.2019.06.005
OpenAlexW2955506857
LanguageEN
Citations received15
References cited16

Algorithm · Archaeology · Computation · Contextual image classification · Convolutional neural network · Feature extraction · Geography · Inference · Pottery · 3D Surveying and Cultural Heritage · Computer Science · Cultural Heritage Materials Analysis · Image Processing and 3D Reconstruction · Artificial Intelligence

  • Learning feature representation of Iberian ceramics with automatic classification models

    Open Access•Pablo Navarro, Celia Cintas et al.•Journal of Cultural Heritage•2021

  • Reuniting orphaned cargoes

    Open Access•Martin Polkinghorne, N Pearson et al.•Marine Policy•2024

  • Will Artificial Intelligence Affect How Cultural Heritage Will Be Managed in the Future? Responses Generated by Four genAI Models

    Open Access•Dirk H R Spennemann•Heritage•2024

  • Elemental variability of prehistoric ceramics from postglacial lowlands and its implications for emerging of pottery traditions – An example from the pre-Roman Iron Age

    Open Access•Joanna Jasiewicz, Przemysław Niedzielski et al.•Journal of Archaeological Science…•2021

  • Machine Learning Arrives in Archaeology

    Open Access•Simon H Bickler•Advances in Archaeological Practice•2021

  • Application of Object Detection Algorithm for Efficient Damages Identification of the Conservation of Heritage Buildings

    Open Access•H L Tang, Huadu Tang et al.•Archaeological Prospection•2024

  • Fuzzy Typological (Re)arrangement

    Open Access•Danai Kafetzaki, Jeroen Poblome et al.•Journal of Archaeological Method…•2023

  • Reconstructing rock art chronology with transfer learning

    Jarrad Kowlessar, James Keal et al.•Australian Archaeology•2021

  • Automatic inventory of archaeological artifacts based on object detection and classification using deep and transfer learning

    Open Access•Zied Mnasri, Andrea D’andrea•Digital Applications in…•2025

  • An AI-assisted workflow for object detection and data collection from archaeological catalogues

    Open Access•Kevin Klein, Antoine Muller et al.•Journal of Archaeological Science•2025

  • Automating Archaeological Discovery

    Open Access•Mncedisi J Siteleki•Archaeometry•2026

  • Discrimination of wheel-thrown pottery surface treatment by Deep Learning

    Open Access•Josef Wilczek, Richard Thér et al.•Archaeological and Anthropological…•2022

  • The deep learning method applied to the detection and mapping of stone deterioration in open-air sanctuaries of the Hittite period in Anatolia

    Open Access•Ergün Hatır, Mustafa Korkanç et al.•Journal of Cultural Heritage•2021

  • Defect detection

    Open Access•Zhiyang Zhang, Hai Zhang et al.•Journal of Cultural Heritage•2023

  • From fragments to digital wholeness

    Open Access•L Cardarelli•Journal of Cultural Heritage•2024

  • ImageNet classification with deep convolutional neural networks

    Open Access•Alex Krizhevsky, Ilya Sutskever et al.•Communications of the ACM•2017

  • Gradient-based learning applied to document recognition

    Open Access•Yann LeCun, Léon Bottou et al.•Proceedings of the IEEE•1998

  • Deep learning

    Open Access•Yann LeCun, Yoshua Bengio et al.•Nature•2015

  • Quantitative analysis of shape attributes based on contours and section profiles in artifact analysis

    Open Access•Idit Saragusti, Avshalom Karasik et al.•Journal of Archaeological Science•2005

  • Computerized morphological classification of ceramics

    Open Access•Avshalom Karasik, Uzy Smilansky•Journal of Archaeological Science•2011

  • La cerámica ibérica de la cuenca del Guadalquivir. II. Conclusiones

    Open Access•Juan Pereira Sieso•Trabajos de Prehistoria•1989

  • Efficient classification of Iberian ceramics using simplified curves

    Open Access•Manuel Lucena, J M Fuertes et al.•Journal of Cultural Heritage•2016

  • Bodhisattva head images modeling style recognition of Dazu Rock Carvings based on deep convolutional network

    Open Access•Haiyan Wang, Zhongshi He et al.•Journal of Cultural Heritage•2017

Unique citing works15
Citations per year3
Citation span2021 - 2026 (6)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 14

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